Abstract
With the rapid progress in space technology development, a lot of digital images are transmitted back to ground telescope receiver. Thus, image security plays a significant role during the transmission process. Existing algorithms in image security were developed based on Latin squares, DNA sequence etc. However, the suitability of the techniques is questionable and high cost was needed. In this paper, Combined Spatial and Frequency Domains (CSFD) algorithm is proposed. It discusses the RGB color image security algorithm based on the images combined spatial and frequency domain. Fourier transform is applied to an RGB color telescope image before it is processed in spatial domain. Then, the R, G, and B components are extracted out before they are encrypted by two levels of encryption algorithm. The outputs were evaluated using NPCR, UACI, PSNR, and information entropy. The results showed that this algorithm has better performance compared to other recently developed algorithms.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Abd El-Samie, F.E., et al.: Image Encryption: A Communication Perspective. CRC Press, London, New York (2013)
Gao, W., Sun, J., Qiao, W., Zhang, X.: Digital image encryption scheme based on generalized mandelbrot-julia set. Optik 185, 917–929 (2019)
Gu, G., Ling, J., Xie, G., Li, Z.: A chaotic-cipher-based packet body encryption algorithm for JPEG2000 images. Signal Process. Image Commun. 40, 52–64 (2016)
Xu, M., Tian, Z.: A novel image encryption algorithm based on self-orthogonal latin squares. Optik 171, 891–903 (2018)
Wu, Y., Zhou, Y., Noonan, J.P., Agaian, S.: Design of image cipher using latin squares. Inf. Sci. 264, 317–339 (2014)
Kadir, A., Hamdulla, A., Guo, W.Q.: Color image encryption using skew tent map and hyper chaotic system of 6th-order CNN. Optik 125(5), 1671–1675 (2014)
Wei, X., Guo, L., Zhang, Q., Zhang, J., Lian, S.: A novel color image encryption algorithm based on DNA sequence operation and hyper-chaotic system. J. Syst. Softw. 85(2), 290–299 (2012)
Gehani, A., LaBean, T., Reif, J.: DNA-based cryptography. In: Jonoska, N., Păun, G., Rozenberg, G. (eds.) Aspects of Molecular Computing. Lecture Notes in Computer Science, vol. 2950, pp. 167–188. Springer, Heidelberg (2003). https://doi.org/10.1007/978-3-540-24635-0_12
Ning, K.: A pseudo DNA cryptography method. ArVix. abs/0903.2 (2009)
Zhang, L.Y., Hu, X., Liu, Y., Wong, K.W., Gan, J.: A chaotic image encryption scheme owning temp-value feedback. Commun. Nonlinear Sci. Numer. Simul. 19(10), 3653–3659 (2014)
Yeap, K.H., Lai, K.C., Ting, K.C., Teh, P.C., Nisar, H., Yeo, W.L.: Optimization of reflector antennas in radio telescope. Mal. J. Fund. App. Sci. 13(3), 237–239 (2017)
Yeap, K.H., Yiam, C.Y., Lai, K.C., Loh, M.C., Lim, S.K., Rizman, Z.I.: Analysis of offset antennas in radio telescopes. Int. J. Adv. Sci. Eng. Inf. Technol. 6(6), 997–1004 (2016)
Bong, D.B.L., Lai, K.C., Joseph, A.: Automatic road network recognition and extraction for urban planning. Int. J. Appl. Sci. Eng. Technol. 5, 54–59 (2009)
Liu, X., Song, Y., Jiang, G.P.: Hierarchical bit-level image encryption based on chaotic map and feistel network. Int. J. Bifurcat. Chaos. 29(2), 1950016 (2019)
David, B.L.B., Ting, K.C., Wang, Y.C.: Novel face recognition approach using bit-level information and dummy blank images in feedforward neural network. In: Mehnen, J., Köppen, M., Saad, A., Tiwari, A. (eds.) Applications of Soft Computing. Advances in Intelligent and Soft Computing, vol. 58, pp. 483–490. Springer, Heidelberg (2009). https://doi.org/10.1007/978-3-540-89619-7_47
Chapeau-Blondeau, F., Belin, E.: Fourier-transform quantum phase estimation with quantum phase noise. Int. J. Signal Process. 170, 107441 (2020)
Kahlessenane, F., Khaldi, A., Euschi, S.: A robust blind color image watermarking based on fourier transform domain. Optik. 208, 164562 (2020)
Olbrys, J., Mursztyn, M.: Measuring stock market resiliency with discrete fourier transform for high frequency data. Phys. A Stat. Mech. Its Appl. 513, 248–256 (2019)
Wang, X., Li, Y., Jin, J.: A new one-dimensional chaotic system with applications in image encryption. Chaos. Solitons Fractals. 139, 110102 (2020)
Jose, A.P.A., Daniel, P.B.C., Cecilio, P.: Image encryption using block cipher and chaotic sequence. Signal Process. Image Commun. 79, 24–31 (2019)
Ting, K.C., Yeap, K.H., Teh, P.C., Lai, K.C.: Bit-levels encryption for RGB telescope images. In: Isa, K., et al. (eds.) Proceedings of the 12th National Technical Seminar on Unmanned System Technology 2020. LNEE, vol. 770, pp. 551–561. Springer, Singapore (2022). https://doi.org/10.1007/978-981-16-2406-3_42
Acknowledgement
We would like to show our gratitude to i-CATS University College for supporting the publication financially.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Ting, K.C., Yeap, K.H., Teh, P.C., Lai, K.C., Francis-Lothai, F. (2022). Combined Spatial and Frequency Domains in Algorithm of RGB Color Image Security for Telescope Images. In: Ghazali, R., Mohd Nawi, N., Deris, M.M., Abawajy, J.H., Arbaiy, N. (eds) Recent Advances in Soft Computing and Data Mining. SCDM 2022. Lecture Notes in Networks and Systems, vol 457. Springer, Cham. https://doi.org/10.1007/978-3-031-00828-3_18
Download citation
DOI: https://doi.org/10.1007/978-3-031-00828-3_18
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-00827-6
Online ISBN: 978-3-031-00828-3
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)